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Olfaction and Hearing Based Mobile Robot Navigation for Odor/Sound Source Search
Bionic technology provides a new elicitation for mobile robot navigation since it explores the way to imitate biological senses. In the present study, the challenging problem was how to fuse different biological senses and guide distributed robots to cooperate with each other for target searching. T...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Molecular Diversity Preservation International (MDPI)
2011
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3274022/ https://www.ncbi.nlm.nih.gov/pubmed/22319401 http://dx.doi.org/10.3390/s110202129 |
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author | Song, Kai Liu, Qi Wang, Qi |
author_facet | Song, Kai Liu, Qi Wang, Qi |
author_sort | Song, Kai |
collection | PubMed |
description | Bionic technology provides a new elicitation for mobile robot navigation since it explores the way to imitate biological senses. In the present study, the challenging problem was how to fuse different biological senses and guide distributed robots to cooperate with each other for target searching. This paper integrates smell, hearing and touch to design an odor/sound tracking multi-robot system. The olfactory robot tracks the chemical odor plume step by step through information fusion from gas sensors and airflow sensors, while two hearing robots localize the sound source by time delay estimation (TDE) and the geometrical position of microphone array. Furthermore, this paper presents a heading direction based mobile robot navigation algorithm, by which the robot can automatically and stably adjust its velocity and direction according to the deviation between the current heading direction measured by magnetoresistive sensor and the expected heading direction acquired through the odor/sound localization strategies. Simultaneously, one robot can communicate with the other robots via a wireless sensor network (WSN). Experimental results show that the olfactory robot can pinpoint the odor source within the distance of 2 m, while two hearing robots can quickly localize and track the olfactory robot in 2 min. The devised multi-robot system can achieve target search with a considerable success ratio and high stability. |
format | Online Article Text |
id | pubmed-3274022 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2011 |
publisher | Molecular Diversity Preservation International (MDPI) |
record_format | MEDLINE/PubMed |
spelling | pubmed-32740222012-02-08 Olfaction and Hearing Based Mobile Robot Navigation for Odor/Sound Source Search Song, Kai Liu, Qi Wang, Qi Sensors (Basel) Article Bionic technology provides a new elicitation for mobile robot navigation since it explores the way to imitate biological senses. In the present study, the challenging problem was how to fuse different biological senses and guide distributed robots to cooperate with each other for target searching. This paper integrates smell, hearing and touch to design an odor/sound tracking multi-robot system. The olfactory robot tracks the chemical odor plume step by step through information fusion from gas sensors and airflow sensors, while two hearing robots localize the sound source by time delay estimation (TDE) and the geometrical position of microphone array. Furthermore, this paper presents a heading direction based mobile robot navigation algorithm, by which the robot can automatically and stably adjust its velocity and direction according to the deviation between the current heading direction measured by magnetoresistive sensor and the expected heading direction acquired through the odor/sound localization strategies. Simultaneously, one robot can communicate with the other robots via a wireless sensor network (WSN). Experimental results show that the olfactory robot can pinpoint the odor source within the distance of 2 m, while two hearing robots can quickly localize and track the olfactory robot in 2 min. The devised multi-robot system can achieve target search with a considerable success ratio and high stability. Molecular Diversity Preservation International (MDPI) 2011-02-11 /pmc/articles/PMC3274022/ /pubmed/22319401 http://dx.doi.org/10.3390/s110202129 Text en © 2011 by the authors; licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/3.0/). |
spellingShingle | Article Song, Kai Liu, Qi Wang, Qi Olfaction and Hearing Based Mobile Robot Navigation for Odor/Sound Source Search |
title | Olfaction and Hearing Based Mobile Robot Navigation for Odor/Sound Source Search |
title_full | Olfaction and Hearing Based Mobile Robot Navigation for Odor/Sound Source Search |
title_fullStr | Olfaction and Hearing Based Mobile Robot Navigation for Odor/Sound Source Search |
title_full_unstemmed | Olfaction and Hearing Based Mobile Robot Navigation for Odor/Sound Source Search |
title_short | Olfaction and Hearing Based Mobile Robot Navigation for Odor/Sound Source Search |
title_sort | olfaction and hearing based mobile robot navigation for odor/sound source search |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3274022/ https://www.ncbi.nlm.nih.gov/pubmed/22319401 http://dx.doi.org/10.3390/s110202129 |
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